{"id":148276,"date":"2005-01-01T00:00:00","date_gmt":"2005-01-01T00:00:00","guid":{"rendered":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/msr-research-item\/automatic-detection-of-opinion-bearing-words-and-sentences\/"},"modified":"2018-10-16T20:55:47","modified_gmt":"2018-10-17T03:55:47","slug":"automatic-detection-of-opinion-bearing-words-and-sentences","status":"publish","type":"msr-research-item","link":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/publication\/automatic-detection-of-opinion-bearing-words-and-sentences\/","title":{"rendered":"Automatic Detection of Opinion Bearing Words and Sentences"},"content":{"rendered":"<div class=\"asset-content\">\n<p>We describe a sentence-level opinion detection system. We first define what an opinion means in our research and introduce an effective method for obtaining opinion-bearing and nonopinion- bearing words. Then we describe recognizing opinion-bearing sentences using these words We test the system on 3 different test sets: MPQA data, an internal corpus, and the TREC-2003 Novelty track data. We show that our automatic method for obtaining opinion-bearing words can be used effectively to identify opinion-bearing sentences.<\/p>\n<\/div>\n<p><!-- .asset-content --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>We describe a sentence-level opinion detection system. We first define what an opinion means in our research and introduce an effective method for obtaining opinion-bearing and nonopinion- bearing words. Then we describe recognizing opinion-bearing sentences using these words We test the system on 3 different test sets: MPQA data, an internal corpus, and the TREC-2003 [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-author-ordering":null,"msr_publishername":"","msr_publisher_other":"","msr_booktitle":"Companion Volume to the Proceedings of IJCNLP-05, the Second International Joint Conference on Natural Language Processing","msr_chapter":"","msr_edition":"Companion Volume to the Proceedings of IJCNLP-05, the Second International Joint Conference on Natural Language 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